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ORCIDIsaiah Onando Mulang'
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2020 – today
- 2023
[j2]Jennifer D'Souza
, Isaiah Onando Mulang', Sören Auer:
Ranking facts for explaining answers to elementary science questions. Nat. Lang. Eng. 29(2): 228-253 (2023)- 2022
- [j1]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang':
How Expressive are Transformers in Spectral Domain for Graphs? Trans. Mach. Learn. Res. 2022 (2022) - [i11]Girmaw Abebe Tadesse, William Ogallo, Catherine Wanjiru, Charles Wachira, Isaiah Onando Mulang', Vibha Anand, Aisha Walcott-Bryant, Skyler Speakman:
Sparsity-based Feature Selection for Anomalous Subgroup Discovery. CoRR abs/2201.02008 (2022) - [i10]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang':
Investigating Expressiveness of Transformer in Spectral Domain for Graphs. CoRR abs/2201.09332 (2022) - 2021
- [b1]Isaiah Onando Mulang':
Knowledge Context for Entity and Relation Linking. University of Bonn, Germany, 2021 - [c11]Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat:
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction. ACL/IJCNLP (Findings) 2021: 535-548 - [c10]Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart:
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CIKM 2021: 89-99 - [c9]Manoj Prabhakar Kannan Ravi, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Jens Lehmann:
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata. EACL 2021: 504-514 - [c8]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Manohar Kaul:
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network. WWW 2021: 1673-1685 - [i9]Manoj Prabhakar Kannan Ravi, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Jens Lehmann:
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata. CoRR abs/2101.09969 (2021) - [i8]Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat:
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction. CoRR abs/2106.00459 (2021) - [i7]Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart:
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CoRR abs/2108.05774 (2021) - [i6]Jennifer D'Souza, Isaiah Onando Mulang', Sören Auer:
Ranking Facts for Explaining Answers to Elementary Science Questions. CoRR abs/2110.09036 (2021) - [i5]Catherine Wanjiru, William Ogallo, Girmaw Abebe Tadesse, Charles Wachira, Isaiah Onando Mulang', Aisha Walcott-Bryant:
Automated Supervised Feature Selection for Differentiated Patterns of Care. CoRR abs/2111.03495 (2021) - [i4]Isaiah Onando Mulang', William Ogallo, Girmaw Abebe Tadesse, Aisha Walcott-Bryant:
Post-discovery Analysis of Anomalous Subsets. CoRR abs/2111.14622 (2021) - 2020
- [c7]Isaiah Onando Mulang', Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann:
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models. CIKM 2020: 2157-2160 - [c6]Isaiah Onando Mulang', Jennifer D'Souza, Sören Auer:
Fine-tuning BERT with Focus Words for Explanation Regeneration. *SEM@COLING 2020: 125-130 - [c5]Isaiah Onando Mulang', Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Maria-Esther Vidal, Sören Auer:
Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking. WISE (1) 2020: 328-342 - [i3]Isaiah Onando Mulang', Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann:
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models. CoRR abs/2008.05190 (2020) - [i2]Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart:
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network. CoRR abs/2009.08694 (2020)
2010 – 2019
- 2019
- [c4]Ahmad Sakor, Isaiah Onando Mulang', Kuldeep Singh, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann, Sören Auer:
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text. NAACL-HLT (1) 2019: 2336-2346 - [c3]Jennifer D'Souza, Isaiah Onando Mulang', Sören Auer:
Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions. TextGraphs@EMNLP 2019: 90-100 - [i1]Isaiah Onando Mulang', Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Ahmad Sakor, Maria-Esther Vidal, Sören Auer, Jens Lehmann:
Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph. CoRR abs/1912.06214 (2019) - 2017
- [c2]Isaiah Onando Mulang', Kuldeep Singh, Fabrizio Orlandi:
Matching Natural Language Relations to Knowledge Graph Properties for Question Answering. SEMANTiCS 2017: 89-96 - [c1]Kuldeep Singh, Isaiah Onando Mulang', Ioanna Lytra, Mohamad Yaser Jaradeh, Ahmad Sakor, Maria-Esther Vidal, Christoph Lange, Sören Auer:
Capturing Knowledge in Semantically-typed Relational Patterns to Enhance Relation Linking. K-CAP 2017: 31:1-31:8
Coauthor Index
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